kapynOpen Source

agent-apprenticeship — The living ecosystem for AI agents learning from real-world work through iterative loops and training-signal exchange.

Agent-Apprenticeship is a new open-source project enabling AI agents to learn from real-world work. It facilitates iterative loops and training-signal exchange, fostering an "agent-economy" and "agent-experience" paradigm. With 329 GitHub stars since launch, the project aims to advance autonomous agent capabilities through continuous learning.

GitHub·Jun 19, 2026

Opening Kapyn…